39 citations · 96 across the 4 of their papers we have counts for
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eess.SY2020★ 12 cited
Attractor Selection in Nonlinear Energy Harvesting Using Deep Reinforcement Learning
Xue-She Wang, Brian P. Mann
Recent research efforts demonstrate that the intentional use of nonlinearity enhances the capabilities of energy harvesting systems. One of the primary challenges that arise in non…
cs.LG2020★ 6 cited
A Model-Free Sampling Method for Estimating Basins of Attraction Using Hybrid Active Learning (HAL)
Xue-She Wang, Samuel A. Moore, James D. Turner +1
Understanding the basins of attraction (BoA) is often a paramount consideration for nonlinear systems. Most existing approaches to determining a high-resolution BoA require prior k…